Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

Papers citing "Improving Neural Machine Translation Models with Monolingual Data"

50 / 1,201 papers shown

Title
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering Matthew Maufe James Ravenscroft Rob Procter Maria Liakata 32 3 0 30 Nov 2022
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning Daniel Edmiston Phillip Keung Noah A. Smith 30 3 0 30 Nov 2022
AutoCAD: Automatically Generating Counterfactuals for Mitigating Shortcut Learning Jiaxin Wen Yeshuang Zhu Jinchao Zhang Jie Zhou Minlie Huang CML AAML 22 8 0 29 Nov 2022
CUNI Submission in WMT22 General Task Josef Jon Martin Popel Ondrej Bojar 4 6 0 29 Nov 2022
Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task Ernan Li Fandong Meng Jie Zhou MedIm 13 1 0 28 Nov 2022
Using Natural Language Processing to Predict Costume Core Vocabulary of Historical Artifacts Madhuvanti Muralikrishnan Amr B. Hilal Chreston A. Miller Dina Smith-Glaviana 4 1 0 24 Nov 2022
GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation Biyang Guo Yeyun Gong Yelong Shen Songqiao Han Hailiang Huang Nan Duan Weizhu Chen VLM 47 19 0 18 Nov 2022
Back-Translation-Style Data Augmentation for Mandarin Chinese Polyphone Disambiguation Chunyu Qiang Peng Yang Hao Che Jinba Xiao Xiaorui Wang Zhongyuan Wang 20 3 0 17 Nov 2022
Self-Training with Purpose Preserving Augmentation Improves Few-shot Generative Dialogue State Tracking Jihyun Lee C. Lee Yunsu Kim G. G. Lee 22 0 0 17 Nov 2022
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations Linlin Liu Xingxuan Li Megh Thakkar Xin Li Chenyu You Luo Si Lidong Bing 27 2 0 16 Nov 2022
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 52 0 0 11 Nov 2022
Grammatical Error Correction: A Survey of the State of the Art Christopher Bryant Zheng Yuan Muhammad Reza Qorib Hannan Cao Hwee Tou Ng Ted Briscoe 3DV 29 79 0 09 Nov 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu Jan Niehues 21 5 0 02 Nov 2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues Jiao Ou Jinchao Zhang Yang Feng Jie Zhou 41 13 0 30 Oct 2022
Towards automatic generation of Piping and Instrumentation Diagrams (P&IDs) with Artificial Intelligence Edwin Hirtreiter Lukas Schulze Balhorn Artur M. Schweidtmann AI4CE 22 14 0 26 Oct 2022
Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation Tsz Kin Lam Eva Hasler Felix Hieber TDI 37 4 0 24 Oct 2022
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training Hui Chen Wei Han Soujanya Poria 48 13 0 23 Oct 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 42 3 0 22 Oct 2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Qi Liu Zihuiwen Ye Tao Yu Phil Blunsom Linfeng Song 36 10 0 21 Oct 2022
$m^4Adapter$ : Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Wen Lai Alexandra Chronopoulou Alexander Fraser 29 3 0 21 Oct 2022
A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT Hadeel Saadany Constantin Orasan Emad Mohamed Ashraf Tantawy 22 3 0 21 Oct 2022
Is Encoder-Decoder Redundant for Neural Machine Translation? Yingbo Gao Christian Herold Zijian Yang Hermann Ney 27 4 0 21 Oct 2022
University of Cape Town's WMT22 System: Multilingual Machine Translation for Southern African Languages Khalid N. Elmadani Francois Meyer Jan Buys 32 1 0 21 Oct 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 83 2 0 21 Oct 2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier VLM MoE LRM 29 20 0 20 Oct 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble Hyunsoo Cho Choonghyun Park Jaewoo Kang Kang Min Yoo Taeuk Kim Sang-goo Lee OODD 30 8 0 20 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 35 9 0 20 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 34 8 0 19 Oct 2022
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages Wenxiang Jiao Zhaopeng Tu Jiarui Li Wenxuan Wang Jen-tse Huang Shuming Shi 54 15 0 18 Oct 2022
Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks Jaehoon Oh Jongwoo Ko Se-Young Yun 44 9 0 18 Oct 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization Yuxian Gu Pei Ke Xiaoyan Zhu Minlie Huang ALM 39 17 0 17 Oct 2022
Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task Zhiwei He Xing Wang Zhaopeng Tu Shuming Shi Rui Wang 31 9 0 17 Oct 2022
Teacher Forcing Recovers Reward Functions for Text Generation Yongchang Hao Yuxin Liu Lili Mou OffRL 40 11 0 17 Oct 2022
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning Wenbin An Feng Tian Ping Chen Siliang Tang Qinghua Zheng Qianying Wang 38 17 0 14 Oct 2022
Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation Jinhui Ye Wenxiang Jiao Xing Wang Zhaopeng Tu SLR 11 9 0 13 Oct 2022
DATScore: Evaluating Translation with Data Augmented Translations Moussa Kamal Eddine Guokan Shang Michalis Vazirgiannis 44 5 0 12 Oct 2022
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models Qihuang Zhong Liang Ding Li Shen Peng Mi Juhua Liu Bo Du Dacheng Tao AAML 40 50 0 11 Oct 2022
Checks and Strategies for Enabling Code-Switched Machine Translation Thamme Gowda Mozhdeh Gheini Jonathan May 30 3 0 11 Oct 2022
Multilingual Representation Distillation with Contrastive Learning Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 43 16 0 10 Oct 2022
Automatic Evaluation and Analysis of Idioms in Neural Machine Translation Christos Baziotis Prashant Mathur Eva Hasler 35 8 0 10 Oct 2022
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models Steven Y. Feng Vivek Khetan Bogdan Sacaleanu A. Gershman Eduard H. Hovy LRM 35 10 0 09 Oct 2022
BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Heng Yang Ke Li 51 5 0 06 Oct 2022
Named Entity Recognition in Industrial Tables using Tabular Language Models A. Koleva Martin Ringsquandl Mark Buckley Rakebul Hasan Volker Tresp LMTD 51 5 0 29 Sep 2022
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis Shivam Sharma Mohd Khizir Siddiqui Md. Shad Akhtar Tanmoy Chakraborty SSL 36 5 0 29 Sep 2022
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid Refugees Toms Bergmanis Marcis Pinnis 19 1 0 28 Sep 2022
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation Hongyuan Lu Haoyang Huang Shuming Ma Dongdong Zhang Furu Wei Wai Lam 27 0 0 28 Sep 2022
Improving Multilingual Neural Machine Translation System for Indic Languages Sudhansu Bala Das Atharv Biradar Tapas Kumar Mishra B. Patra 33 29 0 27 Sep 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging Andrew Rosenbaum Saleh Soltan Wael Hamza Yannick Versley M. Boese 14 43 0 20 Sep 2022
Vega-MT: The JD Explore Academy Translation System for WMT22 Changtong Zan Keqin Peng Liang Ding Baopu Qiu Boan Liu ... Zhenghang Zhang Chuang Liu Weifeng Liu Yibing Zhan Dacheng Tao VLM 30 15 0 20 Sep 2022
An Empirical Study of Automatic Post-Editing Xu Zhang Xiaojun Wan 16 0 0 16 Sep 2022